Project templates
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Project templates
What would you need to get a quick understanding of the ZenML framework and start building your ML pipelines? The answer is one of ZenML project templates to cover major use cases of ZenML: a collection of steps and pipelines and, to top it all off, a simple but useful CLI. This is exactly what the ZenML templates are all about!
List of available project templates
Do you have a personal project powered by ZenML that you would like to see here? At ZenML, we are looking for design partnerships and collaboration to help us better understand the real-world scenarios in which MLOps is being used and to build the best possible experience for our users. If you are interested in sharing all or parts of your project with us in the form of a ZenML project template, please join our Slack and leave us a message!
Generating project from a project template
First, to use the templates, you need to have ZenML and its templates
extras installed:
Now, you can generate a project from one of the existing templates by using the --template
flag with the zenml init
command:
Running the command above will result in input prompts being shown to you. If you would like to rely on default values for the ZenML project template - you can add --template-with-defaults
to the same command, like this:
Project templates used in our examples
Advanced Guide
Our Advanced Guide documentation is built around the E2E Batch
project template codes. Most examples will be based on it, so we highly recommend you to install the e2e_batch
template with --template-with-defaults
flag before diving deeper into this documentation section, so you can follow this guide along using your own local environment.
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